LinuxKPI: add Exponentially Weighted Moving Average implementation
Add DECLARE_EWMA() which expands to a per-name EWMA implementation as used by multiple wireless drivers. Sposnored by: The FreeBSD Foundation MFC after: 2 weeks Reviewed by: hselasky, cperciva, dwmalone Differential Revision: https://reviews.freebsd.org/D30415
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sys/compat/linuxkpi/common/include/linux/average.h
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sys/compat/linuxkpi/common/include/linux/average.h
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/*-
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* SPDX-License-Identifier: BSD-2-Clause
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*
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* Copyright (c) 2020-2021 The FreeBSD Foundation
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*
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* This software was developed by Björn Zeeb under sponsorship from
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* the FreeBSD Foundation.
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*
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* Redistribution and use in source and binary forms, with or without
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* modification, are permitted provided that the following conditions
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* are met:
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* 1. Redistributions of source code must retain the above copyright
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* notice, this list of conditions and the following disclaimer.
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* 2. Redistributions in binary form must reproduce the above copyright
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* notice, this list of conditions and the following disclaimer in the
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* documentation and/or other materials provided with the distribution.
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*
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* THIS SOFTWARE IS PROVIDED BY THE AUTHOR AND CONTRIBUTORS ``AS IS'' AND
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* ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
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* IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
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* ARE DISCLAIMED. IN NO EVENT SHALL THE AUTHOR OR CONTRIBUTORS BE LIABLE
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* FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL
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* DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS
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* OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION)
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* HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT
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* LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY
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* OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF
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* SUCH DAMAGE.
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*
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* $FreeBSD$
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*/
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#ifndef __LKPI_LINUX_AVERAGE_H
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#define __LKPI_LINUX_AVERAGE_H
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#include <sys/param.h>
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#include <sys/systm.h>
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#include <sys/types.h>
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#include <linux/log2.h>
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/* EWMA stands for Exponentially Weighted Moving Average. */
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/*
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* Z_t = d X_t + (1 - d) * Z_(t-1); 0 < d <= 1, t >= 1; Roberts (1959).
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* t : observation number in time.
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* d : weight for current observation.
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* Xt : observations over time.
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* Zt : EWMA value after observation t.
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*
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* wmba_*_read seems to return up-to [u]long values; have to deal with 32/64bit.
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* According to the ath5k.h change log this seems to be a fix-(_p)recision impl.
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* assert 2/4 bits for frac.
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* Also all (_d) values seem to be pow2 which simplifies maths (shift by
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* d = ilog2(_d) instead of doing division (d = 1/_d)). Keep it this way until
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* we hit the CTASSERT.
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*/
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#define DECLARE_EWMA(_name, _p, _d) \
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\
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CTASSERT((sizeof(unsigned long) <= 4) ? (_p < 30) : (_p < 60)); \
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CTASSERT(_d > 0 && powerof2(_d)); \
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\
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struct ewma_ ## _name { \
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unsigned long zt; \
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}; \
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\
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static __inline void \
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ewma_ ## _name ## _init(struct ewma_ ## _name *ewma) \
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{ \
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/* No target (no historical data). */ \
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ewma->zt = 0; \
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} \
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\
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static __inline void \
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ewma_ ## _name ## _add(struct ewma_ ## _name *ewma, unsigned long x) \
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{ \
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unsigned long ztm1 = ewma->zt; /* Z_(t-1). */ \
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int d = ilog2(_d); \
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\
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if (ewma->zt == 0) \
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ewma->zt = x << (_p); \
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else \
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ewma->zt = ((x << (_p)) >> d) + \
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(((ztm1 << d) - ztm1) >> d); \
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} \
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\
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static __inline unsigned long \
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ewma_ ## _name ## _read(struct ewma_ ## _name *ewma) \
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{ \
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return (ewma->zt >> (_p)); \
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} \
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#endif /* __LKPI_LINUX_AVERAGE_H */
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